01
Text prompts
Prompt Comparison
Run two text prompts side-by-side and see how a small change in wording reshapes what the model returns.
Interactive Tools
Critical AI Explorers
Three tools for critical AI exploration.
The four explorers
Choose a tool to begin
Each card opens its tool in a focused panel below.
For teachers
Each tool can stand alone as a discussion starter, or chain into an activity (see the Activities page). Students don't need accounts, everything runs in the browser.
02
Image generation
Same story, different prompts
Image Prompt Comparison
Generate two images from prompts that differ by a single descriptor.
03
Grading & feedback
AI Feedback Experiment
Submit the same writing under different student descriptions. Measure the gap in AI feedback and scores.
04
Personalization
What AI Knows About You
How does what AI already knows about you impact how it responds to you? Add in some information that your AI tool might already know about you from past conversations, and see how it impacts how it responds to you.
Built on research
Experience our research for yourself.
Our award winning research has demonstrated significant bias in how GenAI tools operate in educational contexts, but critical exploration is needed to support everyday users, including learners, understand and rethink the patterns GenAI tools reinforce. These tools can support those discussions.
- Uncovering the Hidden Curriculum of AI: A Reflective Technology Audit for Teacher Educators, Winner of the 2025 AACTE Martin Haberman Outstanding Journal of Teacher Education Article Award Journal of Teacher Education, 2025 →
- Implicit Bias in Large Language Models: Experimental Proof and Implications for Education Journal of Research on Technology in Education, 2024 →
- Analyzing AI-Generated Feedback: A Mixed Methods Examination of ChatGPT’s Responses to Student Writers Society for Information Technology and Teacher Education, 2025 →